Forecasts of the power market prices before the day-ahead market closure time are prone to significant error. I predict whether the day ahead (PTF in Turkish) or balancing (standard marginal price (SMF in Turkish)) will be higher at a given hour next day. It creates decisive forecasts for reducing the balancing cost.
machine-learning deep-learning predictive-analytics wind-energy spot-price day-ahead-market balancing-cost electricity-markets virtual-power-plants balancing-market real-time-market power-markets
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Updated
Aug 4, 2025